Dataset statistics
| Number of variables | 63 |
|---|---|
| Number of observations | 266 |
| Missing cells | 11532 |
| Missing cells (%) | 68.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 160.5 KiB |
| Average record size in memory | 617.9 B |
Variable types
| Categorical | 2 |
|---|---|
| Unsupported | 41 |
| Numeric | 20 |
Country Name has a high cardinality: 266 distinct values | High cardinality |
Country Code has a high cardinality: 266 distinct values | High cardinality |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
2000 is highly correlated with 2001 and 18 other fields | High correlation |
2001 is highly correlated with 2000 and 18 other fields | High correlation |
2002 is highly correlated with 2000 and 18 other fields | High correlation |
2003 is highly correlated with 2000 and 18 other fields | High correlation |
2004 is highly correlated with 2000 and 18 other fields | High correlation |
2005 is highly correlated with 2000 and 18 other fields | High correlation |
2006 is highly correlated with 2000 and 18 other fields | High correlation |
2007 is highly correlated with 2000 and 18 other fields | High correlation |
2008 is highly correlated with 2000 and 18 other fields | High correlation |
2009 is highly correlated with 2000 and 18 other fields | High correlation |
2010 is highly correlated with 2000 and 18 other fields | High correlation |
2011 is highly correlated with 2000 and 18 other fields | High correlation |
2012 is highly correlated with 2000 and 18 other fields | High correlation |
2013 is highly correlated with 2000 and 18 other fields | High correlation |
2014 is highly correlated with 2000 and 18 other fields | High correlation |
2015 is highly correlated with 2000 and 18 other fields | High correlation |
2016 is highly correlated with 2000 and 18 other fields | High correlation |
2017 is highly correlated with 2000 and 18 other fields | High correlation |
2018 is highly correlated with 2000 and 18 other fields | High correlation |
2019 is highly correlated with 2000 and 18 other fields | High correlation |
1960 has 266 (100.0%) missing values | Missing |
1961 has 266 (100.0%) missing values | Missing |
1962 has 266 (100.0%) missing values | Missing |
1963 has 266 (100.0%) missing values | Missing |
1964 has 266 (100.0%) missing values | Missing |
1965 has 266 (100.0%) missing values | Missing |
1966 has 266 (100.0%) missing values | Missing |
1967 has 266 (100.0%) missing values | Missing |
1968 has 266 (100.0%) missing values | Missing |
1969 has 266 (100.0%) missing values | Missing |
1970 has 266 (100.0%) missing values | Missing |
1971 has 266 (100.0%) missing values | Missing |
1972 has 266 (100.0%) missing values | Missing |
1973 has 266 (100.0%) missing values | Missing |
1974 has 266 (100.0%) missing values | Missing |
1975 has 266 (100.0%) missing values | Missing |
1976 has 266 (100.0%) missing values | Missing |
1977 has 266 (100.0%) missing values | Missing |
1978 has 266 (100.0%) missing values | Missing |
1979 has 266 (100.0%) missing values | Missing |
1980 has 266 (100.0%) missing values | Missing |
1981 has 266 (100.0%) missing values | Missing |
1982 has 266 (100.0%) missing values | Missing |
1983 has 266 (100.0%) missing values | Missing |
1984 has 266 (100.0%) missing values | Missing |
1985 has 266 (100.0%) missing values | Missing |
1986 has 266 (100.0%) missing values | Missing |
1987 has 266 (100.0%) missing values | Missing |
1988 has 266 (100.0%) missing values | Missing |
1989 has 266 (100.0%) missing values | Missing |
1990 has 266 (100.0%) missing values | Missing |
1991 has 266 (100.0%) missing values | Missing |
1992 has 266 (100.0%) missing values | Missing |
1993 has 266 (100.0%) missing values | Missing |
1994 has 266 (100.0%) missing values | Missing |
1995 has 266 (100.0%) missing values | Missing |
1996 has 266 (100.0%) missing values | Missing |
1997 has 266 (100.0%) missing values | Missing |
1998 has 266 (100.0%) missing values | Missing |
1999 has 266 (100.0%) missing values | Missing |
2000 has 34 (12.8%) missing values | Missing |
2001 has 34 (12.8%) missing values | Missing |
2002 has 33 (12.4%) missing values | Missing |
2003 has 31 (11.7%) missing values | Missing |
2004 has 31 (11.7%) missing values | Missing |
2005 has 31 (11.7%) missing values | Missing |
2006 has 31 (11.7%) missing values | Missing |
2007 has 31 (11.7%) missing values | Missing |
2008 has 31 (11.7%) missing values | Missing |
2009 has 31 (11.7%) missing values | Missing |
2010 has 30 (11.3%) missing values | Missing |
2011 has 29 (10.9%) missing values | Missing |
2012 has 30 (11.3%) missing values | Missing |
2013 has 31 (11.7%) missing values | Missing |
2014 has 31 (11.7%) missing values | Missing |
2015 has 31 (11.7%) missing values | Missing |
2016 has 32 (12.0%) missing values | Missing |
2017 has 31 (11.7%) missing values | Missing |
2018 has 31 (11.7%) missing values | Missing |
2019 has 32 (12.0%) missing values | Missing |
2020 has 266 (100.0%) missing values | Missing |
Country Name is uniformly distributed | Uniform |
Country Code is uniformly distributed | Uniform |
Country Name has unique values | Unique |
Country Code has unique values | Unique |
1960 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1961 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1962 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1963 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1964 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1965 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1966 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1967 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1968 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1969 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1970 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1971 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1972 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1973 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1974 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1975 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1976 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1977 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1978 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1979 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1980 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1981 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1982 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1983 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1984 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1985 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1986 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1987 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1988 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1989 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1990 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1991 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1992 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1993 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1994 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1995 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1996 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1997 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1998 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
1999 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
2020 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
| Analysis started | 2022-04-02 19:56:00.621673 |
|---|---|
| Analysis finished | 2022-04-02 19:56:40.088365 |
| Duration | 39.47 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 266 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.2 KiB |
| Aruba | 1 |
|---|---|
| Oman | 1 |
| Malawi | 1 |
| Malaysia | 1 |
| North America | 1 |
| Other values (261) |
Length
| Max length | 52 |
|---|---|
| Median length | 9 |
| Mean length | 12.40225564 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 266 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Aruba |
|---|---|
| 2nd row | Africa Eastern and Southern |
| 3rd row | Afghanistan |
| 4th row | Africa Western and Central |
| 5th row | Angola |
Common Values
| Value | Count | Frequency (%) |
| Aruba | 1 | 0.4% |
| Oman | 1 | 0.4% |
| Malawi | 1 | 0.4% |
| Malaysia | 1 | 0.4% |
| North America | 1 | 0.4% |
| Namibia | 1 | 0.4% |
| New Caledonia | 1 | 0.4% |
| Niger | 1 | 0.4% |
| Nigeria | 1 | 0.4% |
| Nicaragua | 1 | 0.4% |
| Other values (256) | 256 |
Length
| Value | Count | Frequency (%) |
| 20 | 4.0% | |
| and | 12 | 2.4% |
| income | 11 | 2.2% |
| ida | 10 | 2.0% |
| islands | 9 | 1.8% |
| africa | 9 | 1.8% |
| ibrd | 8 | 1.6% |
| asia | 8 | 1.6% |
| countries | 7 | 1.4% |
| rep | 7 | 1.4% |
| Other values (310) | 404 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 266 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 15.7 KiB |
| ABW | 1 |
|---|---|
| OMN | 1 |
| MWI | 1 |
| MYS | 1 |
| NAC | 1 |
| Other values (261) |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 266 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | ABW |
|---|---|
| 2nd row | AFE |
| 3rd row | AFG |
| 4th row | AFW |
| 5th row | AGO |
Common Values
| Value | Count | Frequency (%) |
| ABW | 1 | 0.4% |
| OMN | 1 | 0.4% |
| MWI | 1 | 0.4% |
| MYS | 1 | 0.4% |
| NAC | 1 | 0.4% |
| NAM | 1 | 0.4% |
| NCL | 1 | 0.4% |
| NER | 1 | 0.4% |
| NGA | 1 | 0.4% |
| NIC | 1 | 0.4% |
| Other values (256) | 256 |
Length
| Value | Count | Frequency (%) |
| abw | 1 | 0.4% |
| aut | 1 | 0.4% |
| btn | 1 | 0.4% |
| brn | 1 | 0.4% |
| afg | 1 | 0.4% |
| afw | 1 | 0.4% |
| ago | 1 | 0.4% |
| alb | 1 | 0.4% |
| and | 1 | 0.4% |
| arb | 1 | 0.4% |
| Other values (256) | 256 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 229 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 34 |
| Missing (%) | 12.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.3886208 |
| Minimum | 4.00191593 |
|---|---|
| Maximum | 99.46162415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 4.00191593 |
|---|---|
| 5-th percentile | 16.70670843 |
| Q1 | 33.65609264 |
| median | 47.80853404 |
| Q3 | 68.83442497 |
| 95-th percentile | 83.38900032 |
| Maximum | 99.46162415 |
| Range | 95.45970822 |
| Interquartile range (IQR) | 35.17833233 |
Descriptive statistics
| Standard deviation | 21.21974422 |
|---|---|
| Coefficient of variation (CV) | 0.429648447 |
| Kurtosis | -0.8673793434 |
| Mean | 49.3886208 |
| Median Absolute Deviation (MAD) | 17.3699175 |
| Skewness | 0.1010802341 |
| Sum | 11458.16002 |
| Variance | 450.2775449 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.33718091 | 2 | 0.8% |
| 23.54353695 | 2 | 0.8% |
| 40.60950659 | 2 | 0.8% |
| 34.41187286 | 1 | 0.4% |
| 15.510355 | 1 | 0.4% |
| 53.52764893 | 1 | 0.4% |
| 51.8731842 | 1 | 0.4% |
| 46.65708542 | 1 | 0.4% |
| 45.69681427 | 1 | 0.4% |
| 50.3289299 | 1 | 0.4% |
| Other values (219) | 219 | |
| (Missing) | 34 | 12.8% |
| Value | Count | Frequency (%) |
| 4.00191593 | 1 | |
| 6.34792089 | 1 | |
| 8.80671978 | 1 | |
| 9.5792141 | 1 | |
| 10.41338921 | 1 | |
| 11.40939617 | 1 | |
| 11.86052513 | 1 | |
| 13.15911674 | 1 | |
| 13.90345573 | 1 | |
| 14.86394405 | 1 |
| Value | Count | Frequency (%) |
| 99.46162415 | 1 | |
| 96.68035889 | 1 | |
| 92.08267975 | 1 | |
| 88.70406342 | 1 | |
| 87.88237762 | 1 | |
| 87.48220825 | 1 | |
| 85.02520752 | 1 | |
| 84.47544098 | 1 | |
| 84.29892731 | 1 | |
| 84.16868591 | 1 |
| Distinct | 229 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 34 |
| Missing (%) | 12.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.30607104 |
| Minimum | 3.92997122 |
|---|---|
| Maximum | 96.30434418 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 3.92997122 |
|---|---|
| 5-th percentile | 17.98800325 |
| Q1 | 33.50653839 |
| median | 46.54550648 |
| Q3 | 68.47935867 |
| 95-th percentile | 81.63244133 |
| Maximum | 96.30434418 |
| Range | 92.37437296 |
| Interquartile range (IQR) | 34.97282028 |
Descriptive statistics
| Standard deviation | 20.62075579 |
|---|---|
| Coefficient of variation (CV) | 0.418219407 |
| Kurtosis | -0.8651647675 |
| Mean | 49.30607104 |
| Median Absolute Deviation (MAD) | 16.20432091 |
| Skewness | 0.07464773446 |
| Sum | 11439.00848 |
| Variance | 425.2155693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.8498113 | 2 | 0.8% |
| 21.37395457 | 2 | 0.8% |
| 42.0554831 | 2 | 0.8% |
| 34.90360641 | 1 | 0.4% |
| 15.32424831 | 1 | 0.4% |
| 53.78347778 | 1 | 0.4% |
| 49.38700485 | 1 | 0.4% |
| 50.51286697 | 1 | 0.4% |
| 46.54163363 | 1 | 0.4% |
| 51.91659927 | 1 | 0.4% |
| Other values (219) | 219 | |
| (Missing) | 34 | 12.8% |
| Value | Count | Frequency (%) |
| 3.92997122 | 1 | |
| 7.59019947 | 1 | |
| 7.92519951 | 1 | |
| 8.47142792 | 1 | |
| 8.61689949 | 1 | |
| 10.3986187 | 1 | |
| 11.26460934 | 1 | |
| 11.26913166 | 1 | |
| 15.26101875 | 1 | |
| 15.32424831 | 1 |
| Value | Count | Frequency (%) |
| 96.30434418 | 1 | |
| 92.02070618 | 1 | |
| 91.21605682 | 1 | |
| 88.13977051 | 1 | |
| 87.44812012 | 1 | |
| 84.04717255 | 1 | |
| 83.40568542 | 1 | |
| 83.19325256 | 1 | |
| 82.80008698 | 1 | |
| 82.19972992 | 1 |
| Distinct | 230 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 33 |
| Missing (%) | 12.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.52173618 |
| Minimum | 0.89142376 |
|---|---|
| Maximum | 95.84044647 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 0.89142376 |
|---|---|
| 5-th percentile | 16.26685791 |
| Q1 | 31.58302879 |
| median | 45.84129103 |
| Q3 | 67.19437408 |
| 95-th percentile | 80.60442199 |
| Maximum | 95.84044647 |
| Range | 94.94902271 |
| Interquartile range (IQR) | 35.61134529 |
Descriptive statistics
| Standard deviation | 20.80802436 |
|---|---|
| Coefficient of variation (CV) | 0.4288392378 |
| Kurtosis | -0.9378116927 |
| Mean | 48.52173618 |
| Median Absolute Deviation (MAD) | 16.15909818 |
| Skewness | 0.05682986881 |
| Sum | 11305.56453 |
| Variance | 432.9738779 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.00166711 | 2 | 0.8% |
| 21.03873433 | 2 | 0.8% |
| 42.89308489 | 2 | 0.8% |
| 33.95426559 | 1 | 0.4% |
| 20.12696648 | 1 | 0.4% |
| 52.89987946 | 1 | 0.4% |
| 36.35472107 | 1 | 0.4% |
| 51.21377563 | 1 | 0.4% |
| 46.36254421 | 1 | 0.4% |
| 53.09424591 | 1 | 0.4% |
| Other values (220) | 220 | |
| (Missing) | 33 | 12.4% |
| Value | Count | Frequency (%) |
| 0.89142376 | 1 | |
| 3.92852759 | 1 | |
| 6.75565434 | 1 | |
| 8.29807281 | 1 | |
| 9.20236397 | 1 | |
| 11.7554903 | 1 | |
| 11.93944168 | 1 | |
| 13.91563702 | 1 | |
| 14.24274731 | 1 | |
| 14.24369812 | 1 |
| Value | Count | Frequency (%) |
| 95.84044647 | 1 | |
| 88.45393372 | 1 | |
| 88.07415771 | 1 | |
| 87.94211578 | 1 | |
| 83.96315002 | 1 | |
| 83.8057785 | 1 | |
| 83.58944702 | 1 | |
| 83.46998596 | 1 | |
| 82.8849411 | 1 | |
| 82.57213593 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.7063143 |
| Minimum | 6.01216459 |
|---|---|
| Maximum | 96.13912201 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 6.01216459 |
|---|---|
| 5-th percentile | 15.8377883 |
| Q1 | 32.55037047 |
| median | 45.85961914 |
| Q3 | 67.9675293 |
| 95-th percentile | 81.29201584 |
| Maximum | 96.13912201 |
| Range | 90.12695742 |
| Interquartile range (IQR) | 35.41715883 |
Descriptive statistics
| Standard deviation | 20.84934809 |
|---|---|
| Coefficient of variation (CV) | 0.4280625292 |
| Kurtosis | -0.9850305136 |
| Mean | 48.7063143 |
| Median Absolute Deviation (MAD) | 16.65306473 |
| Skewness | 0.04611768192 |
| Sum | 11445.98386 |
| Variance | 434.6953157 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 32.7851772 | 2 | 0.8% |
| 20.3809367 | 2 | 0.8% |
| 43.19319917 | 2 | 0.8% |
| 31.34616089 | 1 | 0.4% |
| 74.91120911 | 1 | 0.4% |
| 35.3936348 | 1 | 0.4% |
| 51.94099045 | 1 | 0.4% |
| 46.28870639 | 1 | 0.4% |
| 53.39934921 | 1 | 0.4% |
| 22.40690804 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 6.01216459 | 1 | |
| 7.28044415 | 1 | |
| 8.83473873 | 1 | |
| 9.40726852 | 1 | |
| 10.09255314 | 1 | |
| 10.20589352 | 1 | |
| 10.24158573 | 1 | |
| 12.79580021 | 1 | |
| 12.8251667 | 1 | |
| 14.2857151 | 1 |
| Value | Count | Frequency (%) |
| 96.13912201 | 1 | |
| 87.48166656 | 1 | |
| 86.9996109 | 1 | |
| 86.47271729 | 1 | |
| 83.90985107 | 1 | |
| 83.86483765 | 1 | |
| 83.16679382 | 1 | |
| 83.13002014 | 1 | |
| 83.06890869 | 1 | |
| 82.9486618 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.32387212 |
| Minimum | 4.21226835 |
|---|---|
| Maximum | 97.121315 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 4.21226835 |
|---|---|
| 5-th percentile | 16.76615105 |
| Q1 | 32.4461193 |
| median | 46.3011166 |
| Q3 | 65.72672653 |
| 95-th percentile | 80.20272217 |
| Maximum | 97.121315 |
| Range | 92.90904665 |
| Interquartile range (IQR) | 33.28060723 |
Descriptive statistics
| Standard deviation | 20.50533069 |
|---|---|
| Coefficient of variation (CV) | 0.4243312837 |
| Kurtosis | -0.8997750019 |
| Mean | 48.32387212 |
| Median Absolute Deviation (MAD) | 15.85579647 |
| Skewness | 0.01849177783 |
| Sum | 11356.10995 |
| Variance | 420.4685867 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.00693029 | 2 | 0.8% |
| 19.85240053 | 2 | 0.8% |
| 42.99268525 | 2 | 0.8% |
| 32.91966629 | 1 | 0.4% |
| 71.08334351 | 1 | 0.4% |
| 21.06389999 | 1 | 0.4% |
| 50.93671799 | 1 | 0.4% |
| 46.66908722 | 1 | 0.4% |
| 48.88361359 | 1 | 0.4% |
| 23.56759453 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 4.21226835 | 1 | |
| 5.05304432 | 1 | |
| 5.53527164 | 1 | |
| 7.55591393 | 1 | |
| 9.64260483 | 1 | |
| 10.22675228 | 1 | |
| 10.88051987 | 1 | |
| 12.00651646 | 1 | |
| 13.69459629 | 1 | |
| 14.39345169 | 1 |
| Value | Count | Frequency (%) |
| 97.121315 | 1 | |
| 89.57794952 | 1 | |
| 87.60249329 | 1 | |
| 84.49659729 | 1 | |
| 83.5490799 | 1 | |
| 83.09052277 | 1 | |
| 83.0172348 | 1 | |
| 82.69110107 | 1 | |
| 81.91400909 | 1 | |
| 81.120224 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.3740394 |
| Minimum | 5.12782812 |
|---|---|
| Maximum | 96.42111969 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.12782812 |
|---|---|
| 5-th percentile | 15.1745204 |
| Q1 | 32.52288818 |
| median | 46.84946882 |
| Q3 | 64.96996688 |
| 95-th percentile | 81.58829803 |
| Maximum | 96.42111969 |
| Range | 91.29329157 |
| Interquartile range (IQR) | 32.4470787 |
Descriptive statistics
| Standard deviation | 20.84869498 |
|---|---|
| Coefficient of variation (CV) | 0.4309893331 |
| Kurtosis | -0.8787133671 |
| Mean | 48.3740394 |
| Median Absolute Deviation (MAD) | 16.7691065 |
| Skewness | 0.03294697743 |
| Sum | 11367.89926 |
| Variance | 434.6680824 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34.24879216 | 2 | 0.8% |
| 21.11635426 | 2 | 0.8% |
| 42.71228889 | 2 | 0.8% |
| 32.98304749 | 1 | 0.4% |
| 89.87303925 | 1 | 0.4% |
| 24.47987747 | 1 | 0.4% |
| 48.89989853 | 1 | 0.4% |
| 46.84946882 | 1 | 0.4% |
| 44.6098671 | 1 | 0.4% |
| 33.8276062 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 5.12782812 | 1 | |
| 5.31934786 | 1 | |
| 5.91926718 | 1 | |
| 6.46363783 | 1 | |
| 7.29122162 | 1 | |
| 10.56829548 | 1 | |
| 11.2851305 | 1 | |
| 12.4266386 | 1 | |
| 13.78174686 | 1 | |
| 13.85895729 | 1 |
| Value | Count | Frequency (%) |
| 96.42111969 | 1 | |
| 91.34781647 | 1 | |
| 89.87303925 | 1 | |
| 85.22625732 | 1 | |
| 84.98887634 | 1 | |
| 84.86508179 | 1 | |
| 84.14559174 | 1 | |
| 83.74406433 | 1 | |
| 83.66603851 | 1 | |
| 83.05115509 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.23785681 |
| Minimum | 4.6865387 |
|---|---|
| Maximum | 87.56666565 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 4.6865387 |
|---|---|
| 5-th percentile | 14.39070301 |
| Q1 | 32.28305245 |
| median | 46.93620754 |
| Q3 | 65.85153199 |
| 95-th percentile | 81.15990371 |
| Maximum | 87.56666565 |
| Range | 82.88012695 |
| Interquartile range (IQR) | 33.56847954 |
Descriptive statistics
| Standard deviation | 20.91441969 |
|---|---|
| Coefficient of variation (CV) | 0.4335685927 |
| Kurtosis | -0.9435951861 |
| Mean | 48.23785681 |
| Median Absolute Deviation (MAD) | 16.50352024 |
| Skewness | -0.07702552497 |
| Sum | 11335.89635 |
| Variance | 437.4129509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.5899777 | 2 | 0.8% |
| 20.95692935 | 2 | 0.8% |
| 45.80789758 | 2 | 0.8% |
| 30.42996597 | 1 | 0.4% |
| 87.56666565 | 1 | 0.4% |
| 19.21144485 | 1 | 0.4% |
| 53.87238312 | 1 | 0.4% |
| 47.58584499 | 1 | 0.4% |
| 41.0784111 | 1 | 0.4% |
| 35.4354248 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 4.6865387 | 1 | |
| 5.15119457 | 1 | |
| 6.62746048 | 1 | |
| 6.87836933 | 1 | |
| 8.26158524 | 1 | |
| 8.32102871 | 1 | |
| 10.43128681 | 1 | |
| 11.15946865 | 1 | |
| 11.71042728 | 1 | |
| 11.93083858 | 1 |
| Value | Count | Frequency (%) |
| 87.56666565 | 1 | |
| 85.5968399 | 1 | |
| 85.50295258 | 1 | |
| 85.31147003 | 1 | |
| 84.65945435 | 1 | |
| 83.87025452 | 1 | |
| 83.77574921 | 1 | |
| 83.34160614 | 1 | |
| 83.00760651 | 1 | |
| 82.35673523 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.70646815 |
| Minimum | 5.61059999 |
|---|---|
| Maximum | 90.10673523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.61059999 |
|---|---|
| 5-th percentile | 15.22532988 |
| Q1 | 31.63774586 |
| median | 47.34029388 |
| Q3 | 66.40172195 |
| 95-th percentile | 81.17286453 |
| Maximum | 90.10673523 |
| Range | 84.49613524 |
| Interquartile range (IQR) | 34.76397609 |
Descriptive statistics
| Standard deviation | 20.8695933 |
|---|---|
| Coefficient of variation (CV) | 0.4284768346 |
| Kurtosis | -0.9709565647 |
| Mean | 48.70646815 |
| Median Absolute Deviation (MAD) | 18.17959595 |
| Skewness | -0.07042938907 |
| Sum | 11446.02002 |
| Variance | 435.5399245 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.7863177 | 2 | 0.8% |
| 21.63495273 | 2 | 0.8% |
| 46.22400107 | 2 | 0.8% |
| 28.11272049 | 1 | 0.4% |
| 69.41308594 | 1 | 0.4% |
| 13.49691772 | 1 | 0.4% |
| 52.91726685 | 1 | 0.4% |
| 47.74826496 | 1 | 0.4% |
| 43.75522614 | 1 | 0.4% |
| 27.86895943 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 5.61059999 | 1 | |
| 5.65336657 | 1 | |
| 7.01178837 | 1 | |
| 7.6078496 | 1 | |
| 10.04284286 | 1 | |
| 10.41312504 | 1 | |
| 10.70082474 | 1 | |
| 12.09246922 | 1 | |
| 12.92247581 | 1 | |
| 13.49691772 | 1 |
| Value | Count | Frequency (%) |
| 90.10673523 | 1 | |
| 89.89173889 | 1 | |
| 87.21500397 | 1 | |
| 86.4317627 | 1 | |
| 85.35795593 | 1 | |
| 83.79242706 | 1 | |
| 83.7082901 | 1 | |
| 83.70109558 | 1 | |
| 82.51586151 | 1 | |
| 82.01760101 | 1 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.83574821 |
| Minimum | 5.84641886 |
|---|---|
| Maximum | 92.26631165 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.84641886 |
|---|---|
| 5-th percentile | 15.14466114 |
| Q1 | 32.25382996 |
| median | 48.348907 |
| Q3 | 66.10163412 |
| 95-th percentile | 81.02489853 |
| Maximum | 92.26631165 |
| Range | 86.41989279 |
| Interquartile range (IQR) | 33.84780417 |
Descriptive statistics
| Standard deviation | 21.19340226 |
|---|---|
| Coefficient of variation (CV) | 0.433973125 |
| Kurtosis | -0.9659864004 |
| Mean | 48.83574821 |
| Median Absolute Deviation (MAD) | 16.98646592 |
| Skewness | -0.09532719128 |
| Sum | 11476.40083 |
| Variance | 449.1602993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22.8276343 | 2 | 0.8% |
| 34.58373654 | 2 | 0.8% |
| 18.62998962 | 1 | 0.4% |
| 29.46070099 | 1 | 0.4% |
| 35.28038406 | 1 | 0.4% |
| 22.39310837 | 1 | 0.4% |
| 53.12097549 | 1 | 0.4% |
| 48.88522995 | 1 | 0.4% |
| 41.65367126 | 1 | 0.4% |
| 29.68548775 | 1 | 0.4% |
| Other values (223) | 223 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 5.84641886 | 1 | |
| 6.12099695 | 1 | |
| 6.40952158 | 1 | |
| 8.10600185 | 1 | |
| 8.26405334 | 1 | |
| 8.54952526 | 1 | |
| 12.01339912 | 1 | |
| 12.9575882 | 1 | |
| 13.20675945 | 1 | |
| 14.19817066 | 1 |
| Value | Count | Frequency (%) |
| 92.26631165 | 1 | |
| 90.9694519 | 1 | |
| 89.89176178 | 1 | |
| 87.64614105 | 1 | |
| 84.13493347 | 1 | |
| 84.01986694 | 1 | |
| 83.83042908 | 1 | |
| 82.50144958 | 1 | |
| 82.2131424 | 1 | |
| 81.49571228 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.45767521 |
| Minimum | 5.41736698 |
|---|---|
| Maximum | 91.80177307 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.41736698 |
|---|---|
| 5-th percentile | 15.26170054 |
| Q1 | 33.52359358 |
| median | 49.7391243 |
| Q3 | 67.57180232 |
| 95-th percentile | 81.40778809 |
| Maximum | 91.80177307 |
| Range | 86.38440609 |
| Interquartile range (IQR) | 34.04820874 |
Descriptive statistics
| Standard deviation | 21.13295631 |
|---|---|
| Coefficient of variation (CV) | 0.4272937662 |
| Kurtosis | -0.9599676514 |
| Mean | 49.45767521 |
| Median Absolute Deviation (MAD) | 17.34239578 |
| Skewness | -0.1396398829 |
| Sum | 11622.55368 |
| Variance | 446.6018424 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 36.3354821 | 2 | 0.8% |
| 25.31446177 | 2 | 0.8% |
| 46.22408556 | 2 | 0.8% |
| 34.64207458 | 1 | 0.4% |
| 51.32405853 | 1 | 0.4% |
| 17.97538948 | 1 | 0.4% |
| 55.55441284 | 1 | 0.4% |
| 49.79428648 | 1 | 0.4% |
| 38.20808029 | 1 | 0.4% |
| 28.85042953 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 5.41736698 | 1 | |
| 6.85446548 | 1 | |
| 7.27534056 | 1 | |
| 7.59054422 | 1 | |
| 8.40738678 | 1 | |
| 8.66210079 | 1 | |
| 9.89915085 | 1 | |
| 10.23326683 | 1 | |
| 12.77300453 | 1 | |
| 12.81124783 | 1 |
| Value | Count | Frequency (%) |
| 91.80177307 | 1 | |
| 90.50060272 | 1 | |
| 86.7148056 | 1 | |
| 84.45875549 | 1 | |
| 84.43603516 | 1 | |
| 83.9797287 | 1 | |
| 82.8833847 | 1 | |
| 82.83022308 | 1 | |
| 82.74047852 | 1 | |
| 82.51391602 | 1 |
| Distinct | 233 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 30 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.28403174 |
| Minimum | 5.47462463 |
|---|---|
| Maximum | 91.73865509 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.47462463 |
|---|---|
| 5-th percentile | 15.53764749 |
| Q1 | 31.40469218 |
| median | 50.2381064 |
| Q3 | 66.57338142 |
| 95-th percentile | 82.23133087 |
| Maximum | 91.73865509 |
| Range | 86.26403046 |
| Interquartile range (IQR) | 35.16868925 |
Descriptive statistics
| Standard deviation | 21.20183261 |
|---|---|
| Coefficient of variation (CV) | 0.4301967973 |
| Kurtosis | -0.9946708578 |
| Mean | 49.28403174 |
| Median Absolute Deviation (MAD) | 17.49905267 |
| Skewness | -0.1162790609 |
| Sum | 11631.03149 |
| Variance | 449.5177061 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37.00452773 | 2 | 0.8% |
| 25.77587139 | 2 | 0.8% |
| 43.15821123 | 2 | 0.8% |
| 35.93708801 | 1 | 0.4% |
| 59.79454422 | 1 | 0.4% |
| 22.00964165 | 1 | 0.4% |
| 53.05662155 | 1 | 0.4% |
| 50.25746281 | 1 | 0.4% |
| 40.99234772 | 1 | 0.4% |
| 26.12587166 | 1 | 0.4% |
| Other values (223) | 223 | |
| (Missing) | 30 | 11.3% |
| Value | Count | Frequency (%) |
| 5.47462463 | 1 | |
| 7.22071028 | 1 | |
| 8.89669895 | 1 | |
| 9.8407793 | 1 | |
| 10.3062582 | 1 | |
| 10.59064388 | 1 | |
| 11.36356544 | 1 | |
| 11.62602234 | 1 | |
| 13.30676937 | 1 | |
| 13.60430241 | 1 |
| Value | Count | Frequency (%) |
| 91.73865509 | 1 | |
| 91.42417145 | 1 | |
| 90.77864838 | 1 | |
| 85.93012238 | 1 | |
| 85.01250458 | 1 | |
| 84.68054199 | 1 | |
| 84.20079041 | 1 | |
| 83.87973022 | 1 | |
| 83.4090271 | 1 | |
| 83.12776947 | 1 |
| Distinct | 234 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 29 |
| Missing (%) | 10.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.71641886 |
| Minimum | 5.60622501 |
|---|---|
| Maximum | 94.71844482 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.60622501 |
|---|---|
| 5-th percentile | 14.70256519 |
| Q1 | 33.29073334 |
| median | 50.81025829 |
| Q3 | 65.70301819 |
| 95-th percentile | 81.96405487 |
| Maximum | 94.71844482 |
| Range | 89.11221981 |
| Interquartile range (IQR) | 32.41228485 |
Descriptive statistics
| Standard deviation | 21.086008 |
|---|---|
| Coefficient of variation (CV) | 0.4241256407 |
| Kurtosis | -0.9079230943 |
| Mean | 49.71641886 |
| Median Absolute Deviation (MAD) | 16.3406538 |
| Skewness | -0.1745532894 |
| Sum | 11782.79127 |
| Variance | 444.6197335 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43.92567567 | 2 | 0.8% |
| 28.23534163 | 2 | 0.8% |
| 37.23996629 | 2 | 0.8% |
| 84.42308044 | 1 | 0.4% |
| 30.30716515 | 1 | 0.4% |
| 41.1276741 | 1 | 0.4% |
| 21.6523304 | 1 | 0.4% |
| 53.24520874 | 1 | 0.4% |
| 50.40940371 | 1 | 0.4% |
| 41.62049484 | 1 | 0.4% |
| Other values (224) | 224 | |
| (Missing) | 29 | 10.9% |
| Value | Count | Frequency (%) |
| 5.60622501 | 1 | |
| 6.69384241 | 1 | |
| 7.02833176 | 1 | |
| 7.13250399 | 1 | |
| 8.52938938 | 1 | |
| 10.73114491 | 1 | |
| 10.8527813 | 1 | |
| 11.95902157 | 1 | |
| 13.18704891 | 1 | |
| 13.46775627 | 1 |
| Value | Count | Frequency (%) |
| 94.71844482 | 1 | |
| 91.52812958 | 1 | |
| 88.98712158 | 1 | |
| 85.64492035 | 1 | |
| 84.48171234 | 1 | |
| 84.47299194 | 1 | |
| 84.42308044 | 1 | |
| 84.32241058 | 1 | |
| 83.74062347 | 1 | |
| 83.6943512 | 1 |
| Distinct | 234 |
|---|---|
| Distinct (%) | 99.2% |
| Missing | 30 |
| Missing (%) | 11.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.81011775 |
| Minimum | 4.34189463 |
|---|---|
| Maximum | 91.14807129 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 4.34189463 |
|---|---|
| 5-th percentile | 16.18531751 |
| Q1 | 32.90981197 |
| median | 50.98712753 |
| Q3 | 65.42135048 |
| 95-th percentile | 82.57942772 |
| Maximum | 91.14807129 |
| Range | 86.80617666 |
| Interquartile range (IQR) | 32.5115385 |
Descriptive statistics
| Standard deviation | 20.6388986 |
|---|---|
| Coefficient of variation (CV) | 0.414351532 |
| Kurtosis | -0.9254962194 |
| Mean | 49.81011775 |
| Median Absolute Deviation (MAD) | 15.71102692 |
| Skewness | -0.1430447704 |
| Sum | 11755.18779 |
| Variance | 425.9641354 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 41.58194932 | 2 | 0.8% |
| 27.59858513 | 2 | 0.8% |
| 45.5038414 | 1 | 0.4% |
| 44.44336319 | 1 | 0.4% |
| 15.88224602 | 1 | 0.4% |
| 53.93135071 | 1 | 0.4% |
| 50.31825671 | 1 | 0.4% |
| 41.76861191 | 1 | 0.4% |
| 24.14341927 | 1 | 0.4% |
| 16.20215034 | 1 | 0.4% |
| Other values (224) | 224 | |
| (Missing) | 30 | 11.3% |
| Value | Count | Frequency (%) |
| 4.34189463 | 1 | |
| 8.22239304 | 1 | |
| 8.48660183 | 1 | |
| 8.9897995 | 1 | |
| 9.94893456 | 1 | |
| 11.02162743 | 1 | |
| 14.67796898 | 1 | |
| 15.1402874 | 1 | |
| 15.3713007 | 1 | |
| 15.80216408 | 1 |
| Value | Count | Frequency (%) |
| 91.14807129 | 1 | |
| 88.80542755 | 1 | |
| 87.89098358 | 1 | |
| 86.70360565 | 1 | |
| 84.75523376 | 1 | |
| 84.21655273 | 1 | |
| 83.97978973 | 1 | |
| 83.93068695 | 1 | |
| 83.63431549 | 1 | |
| 83.54439545 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.79933564 |
| Minimum | 4.13339758 |
|---|---|
| Maximum | 90.5925827 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 4.13339758 |
|---|---|
| 5-th percentile | 16.11362648 |
| Q1 | 32.42862129 |
| median | 51.77824957 |
| Q3 | 65.67656708 |
| 95-th percentile | 82.5609108 |
| Maximum | 90.5925827 |
| Range | 86.45918512 |
| Interquartile range (IQR) | 33.24794578 |
Descriptive statistics
| Standard deviation | 20.72863047 |
|---|---|
| Coefficient of variation (CV) | 0.4162431126 |
| Kurtosis | -0.9158645523 |
| Mean | 49.79933564 |
| Median Absolute Deviation (MAD) | 15.98735254 |
| Skewness | -0.1968788401 |
| Sum | 11702.84388 |
| Variance | 429.6761213 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 43.91863854 | 2 | 0.8% |
| 23.58200341 | 2 | 0.8% |
| 34.96658903 | 2 | 0.8% |
| 85.02294159 | 1 | 0.4% |
| 37.75722885 | 1 | 0.4% |
| 41.80387115 | 1 | 0.4% |
| 18.02148628 | 1 | 0.4% |
| 53.90561295 | 1 | 0.4% |
| 50.87793105 | 1 | 0.4% |
| 46.12751389 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 4.13339758 | 1 | |
| 5.03476191 | 1 | |
| 6.9695344 | 1 | |
| 7.83584547 | 1 | |
| 11.5827713 | 1 | |
| 12.95128059 | 1 | |
| 13.22959328 | 1 | |
| 13.32556438 | 1 | |
| 13.97492123 | 1 | |
| 14.11770439 | 1 |
| Value | Count | Frequency (%) |
| 90.5925827 | 1 | |
| 87.60780334 | 1 | |
| 87.24064636 | 1 | |
| 85.05267334 | 1 | |
| 85.02294159 | 1 | |
| 84.26117706 | 1 | |
| 84.26091003 | 1 | |
| 84.17029572 | 1 | |
| 84.02001953 | 1 | |
| 83.9683609 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.28267024 |
| Minimum | 4.96025801 |
|---|---|
| Maximum | 92.66539764 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 4.96025801 |
|---|---|
| 5-th percentile | 15.30299807 |
| Q1 | 33.84879494 |
| median | 52.58786025 |
| Q3 | 65.99876022 |
| 95-th percentile | 83.10508576 |
| Maximum | 92.66539764 |
| Range | 87.70513963 |
| Interquartile range (IQR) | 32.14996528 |
Descriptive statistics
| Standard deviation | 20.89605617 |
|---|---|
| Coefficient of variation (CV) | 0.4155717282 |
| Kurtosis | -0.8781936515 |
| Mean | 50.28267024 |
| Median Absolute Deviation (MAD) | 16.42224107 |
| Skewness | -0.2034632853 |
| Sum | 11816.42751 |
| Variance | 436.6451635 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48.28594256 | 2 | 0.8% |
| 23.90743272 | 2 | 0.8% |
| 35.55864967 | 2 | 0.8% |
| 85.2889328 | 1 | 0.4% |
| 36.1193161 | 1 | 0.4% |
| 45.07291031 | 1 | 0.4% |
| 22.73353958 | 1 | 0.4% |
| 54.73529053 | 1 | 0.4% |
| 51.9027285 | 1 | 0.4% |
| 46.1844101 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 4.96025801 | 1 | |
| 5.98356152 | 1 | |
| 6.77968645 | 1 | |
| 8.96244621 | 1 | |
| 10.36076069 | 1 | |
| 10.60640526 | 1 | |
| 12.67297268 | 1 | |
| 12.77202225 | 1 | |
| 13.31774426 | 1 | |
| 13.8438139 | 1 |
| Value | Count | Frequency (%) |
| 92.66539764 | 1 | |
| 90.25088501 | 1 | |
| 89.76596832 | 1 | |
| 86.74364471 | 1 | |
| 85.2889328 | 1 | |
| 84.58882904 | 1 | |
| 84.26283264 | 1 | |
| 84.18952942 | 1 | |
| 84.11785889 | 1 | |
| 84.03981781 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50.7033578 |
| Minimum | 5.17223978 |
|---|---|
| Maximum | 95.02642059 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.17223978 |
|---|---|
| 5-th percentile | 16.28648739 |
| Q1 | 35.1456604 |
| median | 53.5880953 |
| Q3 | 66.63804771 |
| 95-th percentile | 82.49171676 |
| Maximum | 95.02642059 |
| Range | 89.85418081 |
| Interquartile range (IQR) | 31.49238731 |
Descriptive statistics
| Standard deviation | 20.87320977 |
|---|---|
| Coefficient of variation (CV) | 0.4116731254 |
| Kurtosis | -0.8347199059 |
| Mean | 50.7033578 |
| Median Absolute Deviation (MAD) | 15.65613424 |
| Skewness | -0.2409994021 |
| Sum | 11915.28908 |
| Variance | 435.6908862 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46.36526831 | 2 | 0.8% |
| 25.60787519 | 2 | 0.8% |
| 36.58573172 | 2 | 0.8% |
| 85.51460266 | 1 | 0.4% |
| 38.62218857 | 1 | 0.4% |
| 41.67557526 | 1 | 0.4% |
| 28.64990234 | 1 | 0.4% |
| 53.26112366 | 1 | 0.4% |
| 52.17556993 | 1 | 0.4% |
| 42.20663452 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 5.17223978 | 1 | |
| 6.61313248 | 1 | |
| 7.39020252 | 1 | |
| 8.03731632 | 1 | |
| 9.05484867 | 1 | |
| 10.10758877 | 1 | |
| 10.13119793 | 1 | |
| 10.18244362 | 1 | |
| 11.05177689 | 1 | |
| 11.34572983 | 1 |
| Value | Count | Frequency (%) |
| 95.02642059 | 1 | |
| 90.33050537 | 1 | |
| 89.41586304 | 1 | |
| 85.51460266 | 1 | |
| 85.21582794 | 1 | |
| 84.85923004 | 1 | |
| 84.50591278 | 1 | |
| 84.18319702 | 1 | |
| 84.08298492 | 1 | |
| 83.96099091 | 1 |
| Distinct | 231 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 32 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.04786829 |
| Minimum | 5.0778451 |
|---|---|
| Maximum | 95.02018738 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 5.0778451 |
|---|---|
| 5-th percentile | 15.13665552 |
| Q1 | 36.71358089 |
| median | 52.27968636 |
| Q3 | 66.66415214 |
| 95-th percentile | 82.18813629 |
| Maximum | 95.02018738 |
| Range | 89.94234228 |
| Interquartile range (IQR) | 29.95057125 |
Descriptive statistics
| Standard deviation | 20.80616188 |
|---|---|
| Coefficient of variation (CV) | 0.407581405 |
| Kurtosis | -0.8242193934 |
| Mean | 51.04786829 |
| Median Absolute Deviation (MAD) | 15.37698593 |
| Skewness | -0.2331578195 |
| Sum | 11945.20118 |
| Variance | 432.8963722 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35.81406345 | 2 | 0.8% |
| 26.69691972 | 2 | 0.8% |
| 46.51685869 | 2 | 0.8% |
| 39.9606781 | 1 | 0.4% |
| 18.57956314 | 1 | 0.4% |
| 44.11245728 | 1 | 0.4% |
| 24.73157692 | 1 | 0.4% |
| 51.24826431 | 1 | 0.4% |
| 51.75706894 | 1 | 0.4% |
| 46.89563751 | 1 | 0.4% |
| Other values (221) | 221 | |
| (Missing) | 32 | 12.0% |
| Value | Count | Frequency (%) |
| 5.0778451 | 1 | |
| 5.81887007 | 1 | |
| 10.16361523 | 1 | |
| 11.0127058 | 1 | |
| 11.0194788 | 1 | |
| 11.17266655 | 1 | |
| 12.29850578 | 1 | |
| 12.33709145 | 1 | |
| 12.62530518 | 1 | |
| 13.02093124 | 1 |
| Value | Count | Frequency (%) |
| 95.02018738 | 1 | |
| 89.81100464 | 1 | |
| 89.60745239 | 1 | |
| 88.89420319 | 1 | |
| 85.52928925 | 1 | |
| 85.37944794 | 1 | |
| 85.31620789 | 1 | |
| 84.4362793 | 1 | |
| 84.2623291 | 1 | |
| 84.12241364 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.16885624 |
| Minimum | 4.16938066 |
|---|---|
| Maximum | 94.58857727 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 4.16938066 |
|---|---|
| 5-th percentile | 15.07459307 |
| Q1 | 36.92212278 |
| median | 53.06851959 |
| Q3 | 67.70465847 |
| 95-th percentile | 82.23059006 |
| Maximum | 94.58857727 |
| Range | 90.41919661 |
| Interquartile range (IQR) | 30.78253569 |
Descriptive statistics
| Standard deviation | 20.53826679 |
|---|---|
| Coefficient of variation (CV) | 0.4013821747 |
| Kurtosis | -0.7249131174 |
| Mean | 51.16885624 |
| Median Absolute Deviation (MAD) | 15.63017273 |
| Skewness | -0.2990493585 |
| Sum | 12024.68122 |
| Variance | 421.8204028 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 48.82903674 | 2 | 0.8% |
| 31.49295145 | 2 | 0.8% |
| 36.92212278 | 2 | 0.8% |
| 85.1206665 | 1 | 0.4% |
| 37.12153244 | 1 | 0.4% |
| 44.04975891 | 1 | 0.4% |
| 22.66756821 | 1 | 0.4% |
| 51.89304352 | 1 | 0.4% |
| 51.63823745 | 1 | 0.4% |
| 46.50363922 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 4.16938066 | 1 | |
| 5.09581852 | 1 | |
| 7.11933374 | 1 | |
| 8.44199467 | 1 | |
| 9.05301762 | 1 | |
| 9.94900703 | 1 | |
| 10.93435097 | 1 | |
| 11.77194595 | 1 | |
| 12.82912159 | 1 | |
| 13.24466896 | 1 |
| Value | Count | Frequency (%) |
| 94.58857727 | 1 | |
| 89.44213104 | 1 | |
| 87.21469116 | 1 | |
| 85.81581879 | 1 | |
| 85.70923615 | 1 | |
| 85.1206665 | 1 | |
| 84.78168488 | 1 | |
| 84.7067337 | 1 | |
| 84.21469116 | 1 | |
| 84.02401733 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 98.7% |
| Missing | 31 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.54891049 |
| Minimum | 3.88780427 |
|---|---|
| Maximum | 95.14164734 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 3.88780427 |
|---|---|
| 5-th percentile | 15.95331621 |
| Q1 | 38.07595935 |
| median | 52.53474955 |
| Q3 | 67.74334335 |
| 95-th percentile | 82.78678513 |
| Maximum | 95.14164734 |
| Range | 91.25384307 |
| Interquartile range (IQR) | 29.667384 |
Descriptive statistics
| Standard deviation | 20.68747098 |
|---|---|
| Coefficient of variation (CV) | 0.4013173273 |
| Kurtosis | -0.7423041794 |
| Mean | 51.54891049 |
| Median Absolute Deviation (MAD) | 14.89529185 |
| Skewness | -0.2840220559 |
| Sum | 12113.99396 |
| Variance | 427.9714555 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46.41158833 | 2 | 0.8% |
| 29.71055673 | 2 | 0.8% |
| 39.26191744 | 2 | 0.8% |
| 85.70349884 | 1 | 0.4% |
| 39.24349594 | 1 | 0.4% |
| 43.93878174 | 1 | 0.4% |
| 24.44002724 | 1 | 0.4% |
| 51.32570267 | 1 | 0.4% |
| 51.76728738 | 1 | 0.4% |
| 46.56082916 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 31 | 11.7% |
| Value | Count | Frequency (%) |
| 3.88780427 | 1 | |
| 6.07325268 | 1 | |
| 6.26232719 | 1 | |
| 7.25843477 | 1 | |
| 9.27250576 | 1 | |
| 10.9152298 | 1 | |
| 12.19022751 | 1 | |
| 12.34010696 | 1 | |
| 14.82879353 | 1 | |
| 15.07837772 | 1 |
| Value | Count | Frequency (%) |
| 95.14164734 | 1 | |
| 88.90524292 | 1 | |
| 88.19837952 | 1 | |
| 87.65876007 | 1 | |
| 85.70696259 | 1 | |
| 85.70349884 | 1 | |
| 84.92115021 | 1 | |
| 84.78461456 | 1 | |
| 83.88056183 | 1 | |
| 83.77095032 | 1 |
| Distinct | 232 |
|---|---|
| Distinct (%) | 99.1% |
| Missing | 32 |
| Missing (%) | 12.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51.75702149 |
| Minimum | 3.35470438 |
|---|---|
| Maximum | 94.31989288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.2 KiB |
Quantile statistics
| Minimum | 3.35470438 |
|---|---|
| 5-th percentile | 16.02618103 |
| Q1 | 39.04441622 |
| median | 52.6318415 |
| Q3 | 66.2895442 |
| 95-th percentile | 82.50587883 |
| Maximum | 94.31989288 |
| Range | 90.9651885 |
| Interquartile range (IQR) | 27.24512798 |
Descriptive statistics
| Standard deviation | 20.33554125 |
|---|---|
| Coefficient of variation (CV) | 0.3929040093 |
| Kurtosis | -0.7218161221 |
| Mean | 51.75702149 |
| Median Absolute Deviation (MAD) | 13.65338912 |
| Skewness | -0.2698625388 |
| Sum | 12111.14303 |
| Variance | 413.534238 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.77764444 | 2 | 0.8% |
| 39.5157297 | 2 | 0.8% |
| 86.30699921 | 1 | 0.4% |
| 47.04216003 | 1 | 0.4% |
| 32.59274292 | 1 | 0.4% |
| 52.19665146 | 1 | 0.4% |
| 51.80813215 | 1 | 0.4% |
| 46.90029144 | 1 | 0.4% |
| 35.69034195 | 1 | 0.4% |
| 15.94659233 | 1 | 0.4% |
| Other values (222) | 222 | |
| (Missing) | 32 | 12.0% |
| Value | Count | Frequency (%) |
| 3.35470438 | 1 | |
| 6.37637377 | 1 | |
| 8.18920326 | 1 | |
| 10.57010651 | 1 | |
| 11.01837063 | 1 | |
| 12.40508175 | 1 | |
| 14.00404453 | 1 | |
| 15.07707405 | 1 | |
| 15.11674786 | 1 | |
| 15.75753212 | 1 |
| Value | Count | Frequency (%) |
| 94.31989288 | 1 | |
| 89.28463745 | 1 | |
| 86.96113586 | 1 | |
| 86.44443512 | 1 | |
| 86.30699921 | 1 | |
| 85.86994171 | 1 | |
| 85.82006073 | 1 | |
| 84.9642334 | 1 | |
| 84.88465881 | 1 | |
| 83.85675812 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Country Name | Country Code | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Aruba | ABW | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 1 | Africa Eastern and Southern | AFE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 35.290121 | 34.842462 | 35.405257 | 38.770541 | 38.239978 | 38.290640 | 41.524911 | 42.018691 | 41.476295 | 43.217310 | 43.772249 | 43.987104 | 44.239576 | 42.453132 | 45.207328 | 45.508742 | 43.742795 | 43.930114 | 46.733029 | 47.648762 | NaN |
| 2 | Afghanistan | AFG | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0.891424 | 7.280444 | 5.535272 | 5.319348 | 4.686539 | 5.653367 | 6.120997 | 5.417367 | 5.474625 | 5.606225 | 4.341895 | 5.034762 | 4.960258 | 5.172240 | 5.077845 | 5.095819 | 3.887804 | 8.189203 | NaN |
| 3 | Africa Western and Central | AFW | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 19.378247 | 24.125559 | 21.016914 | 20.160685 | 24.318742 | 25.272360 | 23.002299 | 22.132799 | 21.153848 | 20.835486 | 20.017964 | 20.873150 | 21.332308 | 20.008321 | 18.103944 | 19.520114 | 19.092908 | 19.928936 | 21.759995 | 21.920365 | NaN |
| 4 | Angola | AGO | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 58.209568 | 45.640842 | 39.304462 | 41.307999 | 42.514477 | 44.834171 | 53.773994 | 57.893787 | 64.354431 | 67.674294 | 62.116276 | 64.757065 | 65.254555 | 62.029797 | 54.153263 | 47.365231 | 44.138256 | 46.278652 | 42.076420 | 41.223816 | NaN |
| 5 | Albania | ALB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 38.237091 | 38.563862 | 37.466228 | 37.805012 | 41.645832 | 42.069294 | 42.589329 | 38.559093 | 44.195904 | 50.802811 | 50.123005 | 49.330460 | 48.566959 | 47.863770 | 47.126915 | 55.783791 | 57.032055 | 53.366566 | 53.993805 | NaN | NaN |
| 6 | Andorra | AND | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 65.438889 | 65.086212 | 66.749977 | 64.510712 | 62.599266 | 65.032989 | 60.585613 | 60.397232 | 65.684341 | 68.473755 | 69.495674 | 66.799316 | 66.427765 | 66.891891 | 68.211922 | 68.987343 | 69.090912 | 69.714287 | 67.934784 | 69.487038 | NaN |
| 7 | Arab World | ARB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 54.740251 | 56.962326 | 56.123332 | 56.560982 | 56.365766 | 57.002277 | 58.138738 | 57.703002 | 57.699540 | 60.021370 | 58.172876 | 60.093857 | 58.802047 | 59.352296 | 60.854222 | 58.116969 | 57.464097 | 58.177493 | 59.300352 | 58.402414 | NaN |
| 8 | United Arab Emirates | ARE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 68.830460 | 77.010399 | 61.228855 | 61.275082 | 57.107311 | 56.841064 | 57.304214 | 58.673702 | 63.910389 | 73.682831 | 70.854156 | 72.420975 | 72.544792 | 71.971741 | 70.976379 | 71.251053 | 72.127884 | 54.811394 | 51.578457 | 52.297836 | NaN |
| 9 | Argentina | ARG | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 54.731705 | 54.852043 | 54.556137 | 54.712414 | 51.798977 | 51.419102 | 52.602310 | 54.309643 | 55.098545 | 59.960140 | 58.952557 | 60.321228 | 62.426872 | 63.597137 | 65.423546 | 66.713737 | 62.111198 | 63.198574 | 61.406147 | 62.360809 | NaN |
Last rows
| Country Name | Country Code | 1960 | 1961 | 1962 | 1963 | 1964 | 1965 | 1966 | 1967 | 1968 | 1969 | 1970 | 1971 | 1972 | 1973 | 1974 | 1975 | 1976 | 1977 | 1978 | 1979 | 1980 | 1981 | 1982 | 1983 | 1984 | 1985 | 1986 | 1987 | 1988 | 1989 | 1990 | 1991 | 1992 | 1993 | 1994 | 1995 | 1996 | 1997 | 1998 | 1999 | 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 256 | Virgin Islands (U.S.) | VIR | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 257 | Vietnam | VNM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 34.897949 | 26.491611 | 36.474197 | 32.916420 | 35.655560 | 36.727097 | 36.027481 | 35.314907 | 37.676323 | 36.248569 | 39.617554 | 38.693401 | 41.912529 | 47.110775 | 41.957943 | 41.809395 | 47.431625 | 46.108227 | 41.628155 | 43.798096 | NaN |
| 258 | Vanuatu | VUT | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 74.548309 | 74.145767 | 67.194374 | 70.996567 | 65.666962 | 64.758286 | 64.603279 | 71.545921 | 72.466354 | 61.599411 | 55.021240 | 65.604950 | 58.439720 | 51.124809 | 16.114552 | 48.570419 | 45.303295 | 53.068520 | 63.963570 | 57.049793 | NaN |
| 259 | World | WLD | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 57.423141 | 57.364807 | 57.332776 | 57.901958 | 58.428351 | 58.366426 | 58.472095 | 58.765245 | 59.690282 | 60.277944 | 60.193396 | 60.850642 | 60.469788 | 60.306121 | 60.684333 | 60.266105 | 60.014948 | 59.816500 | 59.920066 | 59.805623 | NaN |
| 260 | Samoa | WSM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 83.563683 | 81.308403 | 75.576904 | 67.412338 | 66.654190 | 68.484848 | 70.367638 | 69.005104 | 76.388535 | 77.691910 | 75.414368 | 68.118896 | 78.451546 | 64.784439 | 70.580444 | 79.110313 | 76.620766 | 74.926254 | 72.209618 | 72.641571 | NaN |
| 261 | Kosovo | XKX | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| 262 | Yemen, Rep. | YEM | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 50.834309 | 50.109154 | 48.236855 | 41.755077 | 35.416233 | 31.791826 | 29.402594 | 26.868416 | 27.817322 | 21.861809 | 22.525620 | 22.897808 | 23.890102 | 19.746845 | 16.181664 | 10.182444 | NaN | NaN | NaN | NaN | NaN |
| 263 | South Africa | ZAF | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 36.594543 | 33.733162 | 34.528141 | 39.636044 | 39.368675 | 40.002419 | 46.973213 | 47.792610 | 47.352879 | 49.739124 | 51.328514 | 51.867188 | 51.726681 | 51.153748 | 55.562981 | 57.078224 | 56.602180 | 57.117153 | 57.296608 | 58.760010 | NaN |
| 264 | Zambia | ZMB | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 44.482876 | 47.395660 | 43.540321 | 33.943005 | 34.255779 | 26.680765 | 29.372818 | 22.471111 | 14.451848 | 9.899151 | 22.621670 | 34.788868 | 33.020138 | 27.923647 | 49.456841 | 47.136261 | 38.289658 | 40.340294 | 39.002117 | 40.081390 | NaN |
| 265 | Zimbabwe | ZWE | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 26.282927 | 26.227697 | 28.891018 | 28.382959 | 33.584042 | 20.817960 | 23.307768 | 24.019287 | 32.061229 | 17.631706 | NaN |